---
# System prepended metadata

title: MOM Pengembangan Fitur

---

MOM Pengembangan Fitur
===

:::info
:date: Date : 19 Juni 2019

:person_with_blond_hair: Attendance:
- Rahadian P. Paramita
- Henkie Prabancono
- Rony Agung Rahmanto
- Kun Budiharta
- Eka Arisman
- Husain Abdul Aziz
:::
---
# Summary
```graphviz
digraph hierarchy {
    nodesep=0.5
    node [color=Black,fontname=Courier,shape=rectangle]
    edge [color=Black]

    "Media Monitoring"->{
        "Media Monitoring\nBackend Feature"
        "3. 5W1H"
        "7. Share Count"
        "Cluster on the Fly"
    }
    "Media Monitoring\nBackend Feature"->{
        "1. MRA"
        "2. Sorotan Media"
        "6. Cronis"
    }
    "1. MRA"->{
        "Design UI"
    }
    "7. Share Count"->{
        "2. Sorotan Media"
        "6. Cronis"
    }
    "Cluster on the Fly"->{
        "5. News on Demand"
    }
    "2. Sorotan Media"->{
        "5. News on Demand"
    }
    "3. 5W1H"->{
        "2. Sorotan Media"
        "5. News on Demand"
    }
    "4. Upgrade model spaCY"->{
        "POS" "TAG" "NER" "Dep Parse" "Text Cat"
    }
    
    {rank=same; "Media Monitoring\nBackend Feature" "3. 5W1H" "Cluster on the Fly"}
    {rank=same; "1. MRA" "2. Sorotan Media" "4. Upgrade model spaCY" "6. Cronis" "5. News on Demand"}
}
```

# Rancangan Timeline
```mermaid
gantt
    title Timeline

    section 1. MRA
    Build backend : a1, after c3, 3d
    Design UI : a1, after c3, 3d
    Deployment : a2, after a1, 1d
    
    section 2. Sorotan Media
    Pembuatan otomasi Lead Paragraf : b1, after c3, 1d
    Cluster on the fly : b2, after b1, 1d
    Get share count : b3, after 
    
    section 3. 5W1H
    Anotasi corpus    :c1, 2019-06-20, 7d
    Research conllu : c2, 2019-06-19, 3d
    Train model spaCy 5W1H    :c3, after c1  , 3d
    Testing model spaCy 5W1H    :c4, after c2  , 1d
    
    section 4. spaCy
    Classify    :d1, 2019-06-17, 2d
    NER        :d2, after d1, 2d
    
    section 5. News on Demand
    Research : e1, after c3, 7d
    
    section 6. Cronis
    Design : f1, after e1, 7d
```
:::danger
:exclamation: **Timeline** dapat berubah sewaktu-waktu tanpa pemberitahuan sebelumnya.
:::

---
# Detail 
## 1. MRA
a. Memanfaatkan fitur backend dari Media Monitoring
b. Hanya menampilkan artikel berbahasa Inggris
c. :sparkles: Diperlukan design custom **UI** baru

:::info
:pencil: Note
- TO DO : 
    - Pembuatan design baru
        - PIC : Trio PCB
:::

## 2. Sorotan Media
1. :sparkles: 5W1H untuk pembuatan otomasi *lead paragraph* pada teks detail cluster.
2. :sparkles: Get jumlah *share* **Media Sosial** secara manual
    - Berdasarkan tanggal
    - Per Cluster Per URL
    - Cakupan : Twitter, Instagram, Youtube
    
:::info
:pencil: Note
- TO DO : 
    - Anotasi 5W1H 
        - PIC : Rahadian P. Paramita
        - URL : https://anotasi.brta.in
        - Target : 1000 dokumen
    - Share count
        - PIC : Rony Agung
:::

## 3. 5W1H
1. Pembuatan model 5W1H
    - Anotasi news Indonesia
:::info
:pencil: Note
- TO DO : 
    - Anotasi 5W1H 
        - PIC : Rahadian P. Paramita
        - URL : https://anotasi.brta.in
        - Target : 1000 dokumen
:::

## 4. Upgrade Model SpaCy
1. Model saat ini
    - ***POS*** ***TAGGER***, dan ***NER*** saat ini menggunakan **spaCy 2.0.18**
    - ***Dependency Parsing*** ***Classify*** menggunakan **Keras Tensor Flow**
2. :sparkles: Pembuatan **corpus CONLLU** Bahasa Indonesia
3. :sparkles: Pembuatan model baru menggunakan **SpaCy 2.1.4**
4. Perlu kepastian batas akurasi setiap model.
5. Akurasi masing-masing model saat ini:

| Model |Akurasi |
| :--- | :---: |
| ***POS***     | 93%|
| ***TAG***  | 92.8%|
| ***NER***     | 94%|
|***Dependency Parsing***|76.00%|
| ***Classify*** | 93.7%|

:::info
:pencil: Note
- TO DO : 
    - Upload model + code to Github
        - PIC : Aziz 
:::

## 5. News on Demand
1. Memanfaatkan fitur Sorotan Media
3. Pemanfaatan outlier cluster
4. :sparkles: Cluster on the fly request spesifik *keyword* + *start end date*
5. Share count tidak digunakan

:::info
:pencil: Note
- TO DO : 
    - Research metode apa yang akan digunakan untuk clustering on the fly
        - PIC : Rony Agung
:::

## 6. Cronis
1. Menampikan kronologi muncul suatu pemberitaan
2. Contoh:
![](https://i.imgur.com/VvKImbP.jpg =400x600)
:::info
:pencil: Note
- TO DO : 
    - Design + pengerjaan
        - PIC : Rony Agung
:::

## 7. Share Count
1. :sparkles:Crawler media sosial : Twitter, Instagram, Youtube

---
# Lampiran
Daftar fitur Sorotan Media
1. Mendapatkan *cluster* artikel:
    a. Semua kategori
    - Terbaru
    - Spesifik tanggal
    b. Per kategori
    - Terbaru
    - Spesifik tanggal
2. Detail
    a. Text : 
    - Lead paragraf : 
    - Summary :
    b. Chart : 
    - Sebaran media
    ![](https://i.imgur.com/HPeFSJP.png)
    - Sebaran linimasa (timeline)
    ![](https://i.imgur.com/8AaPylO.png)
    - Sebaran facebook
    ![](https://i.imgur.com/9IU0TW2.png)
    c. NER
    d. Quote
    - Direct quote
    - Indirect quote
    e. Awan kata
    f. Sumber Berita
3. Send to draft
---
:::info
 :heavy_exclamation_mark: Catatan Penting
:::